Ben Green, Tamar Ziegler, and I have just uploaded to the arXiv our paper “An inverse theorem for the Gowers U^{s+1}[N] norm“, which was previously announced on this blog. We are still planning one final round of reviewing the preprint before submitting the paper, but it has gotten to the stage where we are comfortable with having the paper available on the arXiv.

The main result of the paper is to establish the inverse conjecture for the Gowers norm over the integers, which has a number of applications, in particular to counting solutions to various linear equations in primes. In spirit, the proof of the paper follows the 21-page announcement that was uploaded previously. However, for various rather annoying technical reasons, the 117-page paper has to devote a large amount of space to setting up various bits of auxiliary machinery (as well as a dozen or so pages worth of examples and discussion). For instance, the announcement motivates many of the steps of the argument by heuristically identifying nilsequences with bracket polynomial phases such as . However, a rather significant amount of theory (which was already worked out to a large extent by Leibman) is needed to formalise the “bracket algebra” needed to manipulate such bracket polynomials and to connect them with nilsequences. Furthermore, the “piecewise smooth” nature of bracket polynomials causes some technical issues with the equidistribution theory for these sequences. Our original version of the paper (which was even longer than the current version) set out this theory. But we eventually decided that it was best to eschew almost all use of bracket polynomials (except as motivation and examples), and run the argument almost entirely within the language of nilsequences, to keep the argument a bit more notationally focused (and to make the equidistribution theory easier to establish). But this was not without a tradeoff; some statements that are almost trivially true for bracket polynomials, required some “nilpotent algebra” to convert to the language of nilsequences. Here are some examples of this:

- It is intuitively clear that a bracket polynomial phase e(P(n)) of degree k in one variable n can be “multilinearised” to a polynomial of multi-degree in k variables , such that and agree modulo lower order terms. For instance, if (so k=3), then one could take . The analogue of this statement for nilsequences is true, but required a moderately complicated nilpotent algebra construction using the Baker-Campbell-Hausdorff formula.
- Suppose one has a bracket polynomial phase e(P_h(n)) of degree k in one variable n that depends on an additional parameter h, in such a way that exactly one of the coefficients in each monomial depends on h. Furthermore, suppose this dependence is bracket linear in h. Then it is intuitively clear that this phase can be rewritten (modulo lower order terms) as e( Q(h,n) ) where Q is a bracket polynomial of multidegree (1,k) in (h,n). For instance, if and , then we can take . The nilpotent algebra analogue of this claim is true, but requires another moderately complicated nilpotent algebra construction based on semi-direct products.
- A bracket polynomial has a fairly visible concept of a “degree” (analogous to the corresponding notion for true polynomials), as well as a “rank” (which, roughly speaking measures the number of parentheses in the bracket monomials, plus one). Thus, for instance, the bracket monomial has degree 7 and rank 3. Defining degree and rank for nilsequences requires one to generalise the notion of a (filtered) nilmanifold to one in which the lower central series is replaced by a filtration indexed by both the degree and the rank.

There are various other tradeoffs of this type in this paper. For instance, nonstandard analysis tools were introduced to eliminate what would otherwise be quite a large number of epsilons and regularity lemmas to manage, at the cost of some notational overhead; and the piecewise discontinuities mentioned earlier were eliminated by the use of vector-valued nilsequences, though this again caused some further notational overhead. These difficulties may be a sign that we do not yet have the “right” proof of this conjecture, but one will probably have to wait a few years before we get a proper amount of perspective and understanding on this circle of ideas and results.

## 15 comments

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22 September, 2010 at 7:07 am

xianliang wuDear Prof Tao

It seems that there is some extra words near the hyperlinks in this Arxiv version which need to remove by changing some latex setting. May be, I think.

[Corrected, thanks – T.]22 September, 2010 at 7:11 am

xianliang wuby the way, would you like suggest some books on nonstandard analysis which is a little bit nonstandard in ordinary mathematical education?

Thank you very much! Happy mid-autumn festival!

22 September, 2010 at 8:03 am

Terence TaoYou might find this MathOverflow thread relevant:

http://mathoverflow.net/questions/18840/nonstandard-analysis-book-recommendation

22 September, 2010 at 1:46 pm

Nikita SidorovTerry, could you please check the pdf generated by the arXiv again? It seems to contain lots of LateX leftovers which shouldn’t be there…

[We’ve uploaded a new version, which should propagate into the system within 24 hours or so. – T.]26 September, 2010 at 9:21 am

Emmanuel KowalskiHeartfelt congratulations on finishing this remarkable work!

11 January, 2011 at 6:59 am

The inverse conjecture for the Gowers norm over finite fields in low characteristic « What’s new[…] to the low characteristic case. (The case of a cyclic group or interval was established by Ben Green and ourselves in another recent paper. For an arbitrary abelian (or nilpotent) group, a general but less explicit […]

1 March, 2012 at 5:25 pm

254B, Notes 7: Sieving and expanders « What’s new[…] theorem handles infinite arithmetic progressions , and a somewhat complicated result of Green, Tao, and Ziegler handles “non-degenerate” affine lattices in of rank two or more (such as the lattice […]

22 July, 2015 at 11:49 am

An inverse theorem for the continuous Gowers uniformity norm | What's new[…] few years ago, Ben Green, Tamar Ziegler, and myself proved the following (rather technical-looking) inverse theorem for the Gowers […]

23 July, 2015 at 7:33 pm

Deducing a weak ergodic inverse theorem from a combinatorial inverse theorem. | What's new[…] mentioned in the previous post, Ben Green, Tamar Ziegler, and myself proved the following inverse theorem for the Gowers […]

24 July, 2015 at 9:49 am

Deducing the inverse theorem for the multidimensional Gowers norms from the one-dimensional version | What's new[…] mentioned in the previous two posts, Ben Green, Tamar Ziegler, and myself proved the following inverse theorem for the Gowers […]

27 March, 2016 at 5:18 pm

Concatenation theorems for anti-Gowers-uniform functions and Host-Kra characteristic factors; polynomial patterns in primes | What's new[…] we are able to control global Gowers uniformity norms of such functions (thanks to results such as the proof of the inverse conjecture for the Gowers norms, the orthogonality of the Möbius function with nilsequences, and asymptotics for linear […]

28 April, 2017 at 1:24 pm

Notes on nilcharacters and their symbols | What's new[…] a number of papers; in particular, the theory of nilcharacters is mostly developed in Appendix E of this 116-page paper of Ben Green, Tamar Ziegler, and myself, and is furthermore written using nonstandard analysis and treating the more general setting of […]

7 October, 2017 at 8:39 am

Odd order cases of of the logarithmically averaged Chowla conjecture | What's new[…] the Gowers uniformity of the (W-tricked) von Mangoldt function, established in several papers of Ben Green, Tamar Ziegler, and myself). The proof follows the lines sketched in the previous blog […]

30 July, 2020 at 7:12 pm

Higher uniformity of bounded multiplicative functions in short intervals on average | What's new[…] (The equivalence of (4) and (1) follows from the inverse conjecture for the Gowers norms, proven in this paper.) We quickly sketch first the proof of (3), using very informal language to avoid many […]

27 May, 2022 at 2:13 pm

Notes on inverse theorem entropy | What's new[…] the norm on cyclic groups for , the inverse theorem proved by Green, Ziegler, and myself gives an -inverse theorem for some and consisting of nilsequences for some filtered nilmanifold […]